Dataset statistics
| Number of variables | 52 |
|---|---|
| Number of observations | 205 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 9 |
| Duplicate rows (%) | 4.4% |
| Total size in memory | 30.2 KiB |
| Average record size in memory | 150.6 B |
Variable types
| Numeric | 14 |
|---|---|
| Boolean | 38 |
| Dataset has 9 (4.4%) duplicate rows | Duplicates |
symboling is highly overall correlated with wheelbase and 3 other fields | High correlation |
wheelbase is highly overall correlated with symboling and 14 other fields | High correlation |
carlength is highly overall correlated with wheelbase and 17 other fields | High correlation |
carwidth is highly overall correlated with wheelbase and 16 other fields | High correlation |
carheight is highly overall correlated with symboling and 11 other fields | High correlation |
curbweight is highly overall correlated with wheelbase and 14 other fields | High correlation |
enginesize is highly overall correlated with wheelbase and 20 other fields | High correlation |
boreratio is highly overall correlated with wheelbase and 11 other fields | High correlation |
stroke is highly overall correlated with enginelocation_front and 3 other fields | High correlation |
compressionratio is highly overall correlated with fueltype_diesel and 6 other fields | High correlation |
horsepower is highly overall correlated with wheelbase and 19 other fields | High correlation |
peakrpm is highly overall correlated with fueltype_diesel and 5 other fields | High correlation |
citympg is highly overall correlated with carlength and 12 other fields | High correlation |
highwaympg is highly overall correlated with wheelbase and 15 other fields | High correlation |
fueltype_diesel is highly overall correlated with compressionratio and 3 other fields | High correlation |
fueltype_gas is highly overall correlated with compressionratio and 3 other fields | High correlation |
aspiration_std is highly overall correlated with compressionratio and 1 other fields | High correlation |
aspiration_turbo is highly overall correlated with compressionratio and 1 other fields | High correlation |
doornumber_four is highly overall correlated with symboling and 4 other fields | High correlation |
doornumber_two is highly overall correlated with symboling and 4 other fields | High correlation |
carbody_hatchback is highly overall correlated with carheight and 3 other fields | High correlation |
carbody_sedan is highly overall correlated with doornumber_four and 2 other fields | High correlation |
carbody_wagon is highly overall correlated with carheight | High correlation |
drivewheel_fwd is highly overall correlated with wheelbase and 9 other fields | High correlation |
drivewheel_rwd is highly overall correlated with wheelbase and 9 other fields | High correlation |
enginelocation_front is highly overall correlated with wheelbase and 4 other fields | High correlation |
enginelocation_rear is highly overall correlated with wheelbase and 4 other fields | High correlation |
enginetype_dohcv is highly overall correlated with boreratio and 1 other fields | High correlation |
enginetype_l is highly overall correlated with wheelbase and 4 other fields | High correlation |
enginetype_ohc is highly overall correlated with carlength and 1 other fields | High correlation |
enginetype_ohcf is highly overall correlated with stroke | High correlation |
enginetype_ohcv is highly overall correlated with enginesize and 2 other fields | High correlation |
enginetype_rotor is highly overall correlated with carheight and 4 other fields | High correlation |
cylindernumber_eight is highly overall correlated with carlength and 5 other fields | High correlation |
cylindernumber_five is highly overall correlated with carwidth | High correlation |
cylindernumber_four is highly overall correlated with carwidth and 6 other fields | High correlation |
cylindernumber_six is highly overall correlated with enginesize and 2 other fields | High correlation |
cylindernumber_three is highly overall correlated with carlength and 4 other fields | High correlation |
cylindernumber_twelve is highly overall correlated with carheight and 3 other fields | High correlation |
cylindernumber_two is highly overall correlated with carheight and 4 other fields | High correlation |
fuelsystem_1bbl is highly overall correlated with carlength and 2 other fields | High correlation |
fuelsystem_2bbl is highly overall correlated with carlength and 6 other fields | High correlation |
fuelsystem_4bbl is highly overall correlated with carheight and 3 other fields | High correlation |
fuelsystem_idi is highly overall correlated with compressionratio and 3 other fields | High correlation |
fuelsystem_mpfi is highly overall correlated with wheelbase and 8 other fields | High correlation |
fueltype_diesel is highly imbalanced (53.9%) | Imbalance |
fueltype_gas is highly imbalanced (53.9%) | Imbalance |
carbody_convertible is highly imbalanced (80.9%) | Imbalance |
carbody_hardtop is highly imbalanced (76.2%) | Imbalance |
drivewheel_4wd is highly imbalanced (74.0%) | Imbalance |
enginelocation_front is highly imbalanced (89.0%) | Imbalance |
enginelocation_rear is highly imbalanced (89.0%) | Imbalance |
enginetype_dohc is highly imbalanced (67.8%) | Imbalance |
enginetype_dohcv is highly imbalanced (95.6%) | Imbalance |
enginetype_l is highly imbalanced (67.8%) | Imbalance |
enginetype_ohcf is highly imbalanced (62.2%) | Imbalance |
enginetype_ohcv is highly imbalanced (65.9%) | Imbalance |
enginetype_rotor is highly imbalanced (86.1%) | Imbalance |
cylindernumber_eight is highly imbalanced (83.5%) | Imbalance |
cylindernumber_five is highly imbalanced (69.8%) | Imbalance |
cylindernumber_three is highly imbalanced (95.6%) | Imbalance |
cylindernumber_twelve is highly imbalanced (95.6%) | Imbalance |
cylindernumber_two is highly imbalanced (86.1%) | Imbalance |
fuelsystem_1bbl is highly imbalanced (69.8%) | Imbalance |
fuelsystem_4bbl is highly imbalanced (89.0%) | Imbalance |
fuelsystem_idi is highly imbalanced (53.9%) | Imbalance |
fuelsystem_mfi is highly imbalanced (95.6%) | Imbalance |
fuelsystem_spdi is highly imbalanced (74.0%) | Imbalance |
fuelsystem_spfi is highly imbalanced (95.6%) | Imbalance |
symboling has 67 (32.7%) zeros | Zeros |
Reproduction
| Analysis started | 2023-08-30 04:37:30.813775 |
|---|---|
| Analysis finished | 2023-08-30 04:37:53.873506 |
| Duration | 23.06 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
symboling
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 6 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.83414634 |
| Minimum | -2 |
|---|---|
| Maximum | 3 |
| Zeros | 67 |
| Zeros (%) | 32.7% |
| Negative | 25 |
| Negative (%) | 12.2% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | -2 |
|---|---|
| 5-th percentile | -1 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 3 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.2453068 |
|---|---|
| Coefficient of variation (CV) | 1.4929117 |
| Kurtosis | -0.67627136 |
| Mean | 0.83414634 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.21107227 |
| Sum | 171 |
| Variance | 1.5507891 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 67 | |
| 1 | 54 | |
| 2 | 32 | |
| 3 | 27 | |
| -1 | 22 | 10.7% |
| -2 | 3 | 1.5% |
| Value | Count | Frequency (%) |
| -2 | 3 | 1.5% |
| -1 | 22 | 10.7% |
| 0 | 67 | |
| 1 | 54 | |
| 2 | 32 | |
| 3 | 27 |
| Value | Count | Frequency (%) |
| 3 | 27 | |
| 2 | 32 | |
| 1 | 54 | |
| 0 | 67 | |
| -1 | 22 | 10.7% |
| -2 | 3 | 1.5% |
wheelbase
Real number (ℝ)
| Distinct | 53 |
|---|---|
| Distinct (%) | 25.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 98.756585 |
| Minimum | 86.6 |
|---|---|
| Maximum | 120.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 86.6 |
|---|---|
| 5-th percentile | 93.02 |
| Q1 | 94.5 |
| median | 97 |
| Q3 | 102.4 |
| 95-th percentile | 110 |
| Maximum | 120.9 |
| Range | 34.3 |
| Interquartile range (IQR) | 7.9 |
Descriptive statistics
| Standard deviation | 6.0217757 |
|---|---|
| Coefficient of variation (CV) | 0.060975941 |
| Kurtosis | 1.0170389 |
| Mean | 98.756585 |
| Median Absolute Deviation (MAD) | 2.7 |
| Skewness | 1.0502138 |
| Sum | 20245.1 |
| Variance | 36.261782 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 94.5 | 21 | 10.2% |
| 93.7 | 20 | 9.8% |
| 95.7 | 13 | 6.3% |
| 96.5 | 8 | 3.9% |
| 97.3 | 7 | 3.4% |
| 98.4 | 7 | 3.4% |
| 104.3 | 6 | 2.9% |
| 100.4 | 6 | 2.9% |
| 107.9 | 6 | 2.9% |
| 98.8 | 6 | 2.9% |
| Other values (43) | 105 |
| Value | Count | Frequency (%) |
| 86.6 | 2 | 1.0% |
| 88.4 | 1 | 0.5% |
| 88.6 | 2 | 1.0% |
| 89.5 | 3 | 1.5% |
| 91.3 | 2 | 1.0% |
| 93 | 1 | 0.5% |
| 93.1 | 5 | 2.4% |
| 93.3 | 1 | 0.5% |
| 93.7 | 20 | |
| 94.3 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 120.9 | 1 | 0.5% |
| 115.6 | 2 | 1.0% |
| 114.2 | 4 | |
| 113 | 2 | 1.0% |
| 112 | 1 | 0.5% |
| 110 | 3 | |
| 109.1 | 5 | |
| 108 | 1 | 0.5% |
| 107.9 | 6 | |
| 106.7 | 1 | 0.5% |
carlength
Real number (ℝ)
| Distinct | 75 |
|---|---|
| Distinct (%) | 36.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 174.04927 |
| Minimum | 141.1 |
|---|---|
| Maximum | 208.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 141.1 |
|---|---|
| 5-th percentile | 157.14 |
| Q1 | 166.3 |
| median | 173.2 |
| Q3 | 183.1 |
| 95-th percentile | 196.36 |
| Maximum | 208.1 |
| Range | 67 |
| Interquartile range (IQR) | 16.8 |
Descriptive statistics
| Standard deviation | 12.337289 |
|---|---|
| Coefficient of variation (CV) | 0.070883886 |
| Kurtosis | -0.082894853 |
| Mean | 174.04927 |
| Median Absolute Deviation (MAD) | 6.9 |
| Skewness | 0.15595377 |
| Sum | 35680.1 |
| Variance | 152.20869 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 157.3 | 15 | 7.3% |
| 188.8 | 11 | 5.4% |
| 171.7 | 7 | 3.4% |
| 186.7 | 7 | 3.4% |
| 166.3 | 7 | 3.4% |
| 165.3 | 6 | 2.9% |
| 177.8 | 6 | 2.9% |
| 176.2 | 6 | 2.9% |
| 186.6 | 6 | 2.9% |
| 172 | 5 | 2.4% |
| Other values (65) | 129 |
| Value | Count | Frequency (%) |
| 141.1 | 1 | 0.5% |
| 144.6 | 2 | 1.0% |
| 150 | 3 | 1.5% |
| 155.9 | 3 | 1.5% |
| 156.9 | 1 | 0.5% |
| 157.1 | 1 | 0.5% |
| 157.3 | 15 | |
| 157.9 | 1 | 0.5% |
| 158.7 | 3 | 1.5% |
| 158.8 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 208.1 | 1 | 0.5% |
| 202.6 | 2 | |
| 199.6 | 2 | |
| 199.2 | 1 | 0.5% |
| 198.9 | 4 | |
| 197 | 1 | 0.5% |
| 193.8 | 1 | 0.5% |
| 192.7 | 3 | |
| 191.7 | 1 | 0.5% |
| 190.9 | 2 |
carwidth
Real number (ℝ)
| Distinct | 44 |
|---|---|
| Distinct (%) | 21.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.907805 |
| Minimum | 60.3 |
|---|---|
| Maximum | 72.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 60.3 |
|---|---|
| 5-th percentile | 63.6 |
| Q1 | 64.1 |
| median | 65.5 |
| Q3 | 66.9 |
| 95-th percentile | 70.46 |
| Maximum | 72.3 |
| Range | 12 |
| Interquartile range (IQR) | 2.8 |
Descriptive statistics
| Standard deviation | 2.1452039 |
|---|---|
| Coefficient of variation (CV) | 0.032548556 |
| Kurtosis | 0.70276424 |
| Mean | 65.907805 |
| Median Absolute Deviation (MAD) | 1.4 |
| Skewness | 0.9040035 |
| Sum | 13511.1 |
| Variance | 4.6018996 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=44)
| Value | Count | Frequency (%) |
| 63.8 | 24 | 11.7% |
| 66.5 | 23 | 11.2% |
| 65.4 | 15 | 7.3% |
| 63.6 | 11 | 5.4% |
| 64.4 | 10 | 4.9% |
| 68.4 | 10 | 4.9% |
| 64 | 9 | 4.4% |
| 65.5 | 8 | 3.9% |
| 65.2 | 7 | 3.4% |
| 64.2 | 6 | 2.9% |
| Other values (34) | 82 |
| Value | Count | Frequency (%) |
| 60.3 | 1 | 0.5% |
| 61.8 | 1 | 0.5% |
| 62.5 | 1 | 0.5% |
| 63.4 | 1 | 0.5% |
| 63.6 | 11 | |
| 63.8 | 24 | |
| 63.9 | 3 | 1.5% |
| 64 | 9 | 4.4% |
| 64.1 | 2 | 1.0% |
| 64.2 | 6 | 2.9% |
| Value | Count | Frequency (%) |
| 72.3 | 1 | 0.5% |
| 72 | 1 | 0.5% |
| 71.7 | 3 | |
| 71.4 | 3 | |
| 70.9 | 1 | 0.5% |
| 70.6 | 1 | 0.5% |
| 70.5 | 1 | 0.5% |
| 70.3 | 3 | |
| 69.6 | 2 | |
| 68.9 | 4 |
carheight
Real number (ℝ)
| Distinct | 49 |
|---|---|
| Distinct (%) | 23.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53.724878 |
| Minimum | 47.8 |
|---|---|
| Maximum | 59.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 47.8 |
|---|---|
| 5-th percentile | 49.7 |
| Q1 | 52 |
| median | 54.1 |
| Q3 | 55.5 |
| 95-th percentile | 57.5 |
| Maximum | 59.8 |
| Range | 12 |
| Interquartile range (IQR) | 3.5 |
Descriptive statistics
| Standard deviation | 2.443522 |
|---|---|
| Coefficient of variation (CV) | 0.045482132 |
| Kurtosis | -0.44381237 |
| Mean | 53.724878 |
| Median Absolute Deviation (MAD) | 1.6 |
| Skewness | 0.063122732 |
| Sum | 11013.6 |
| Variance | 5.9707996 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=49)
| Value | Count | Frequency (%) |
| 50.8 | 14 | 6.8% |
| 52 | 12 | 5.9% |
| 55.7 | 12 | 5.9% |
| 54.1 | 10 | 4.9% |
| 54.5 | 10 | 4.9% |
| 55.5 | 9 | 4.4% |
| 56.7 | 8 | 3.9% |
| 54.3 | 8 | 3.9% |
| 52.6 | 7 | 3.4% |
| 56.1 | 7 | 3.4% |
| Other values (39) | 108 |
| Value | Count | Frequency (%) |
| 47.8 | 1 | 0.5% |
| 48.8 | 2 | 1.0% |
| 49.4 | 2 | 1.0% |
| 49.6 | 4 | 2.0% |
| 49.7 | 3 | 1.5% |
| 50.2 | 6 | |
| 50.5 | 2 | 1.0% |
| 50.6 | 5 | 2.4% |
| 50.8 | 14 | |
| 51 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 59.8 | 2 | 1.0% |
| 59.1 | 3 | 1.5% |
| 58.7 | 4 | |
| 58.3 | 1 | 0.5% |
| 57.5 | 3 | 1.5% |
| 56.7 | 8 | |
| 56.5 | 2 | 1.0% |
| 56.3 | 2 | 1.0% |
| 56.2 | 3 | 1.5% |
| 56.1 | 7 |
curbweight
Real number (ℝ)
| Distinct | 171 |
|---|---|
| Distinct (%) | 83.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2555.5659 |
| Minimum | 1488 |
|---|---|
| Maximum | 4066 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 1488 |
|---|---|
| 5-th percentile | 1901 |
| Q1 | 2145 |
| median | 2414 |
| Q3 | 2935 |
| 95-th percentile | 3503 |
| Maximum | 4066 |
| Range | 2578 |
| Interquartile range (IQR) | 790 |
Descriptive statistics
| Standard deviation | 520.6802 |
|---|---|
| Coefficient of variation (CV) | 0.20374361 |
| Kurtosis | -0.042853766 |
| Mean | 2555.5659 |
| Median Absolute Deviation (MAD) | 386 |
| Skewness | 0.68139819 |
| Sum | 523891 |
| Variance | 271107.87 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2385 | 4 | 2.0% |
| 1918 | 3 | 1.5% |
| 2275 | 3 | 1.5% |
| 1989 | 3 | 1.5% |
| 2410 | 2 | 1.0% |
| 2191 | 2 | 1.0% |
| 2535 | 2 | 1.0% |
| 2024 | 2 | 1.0% |
| 2414 | 2 | 1.0% |
| 4066 | 2 | 1.0% |
| Other values (161) | 180 |
| Value | Count | Frequency (%) |
| 1488 | 1 | |
| 1713 | 1 | |
| 1819 | 1 | |
| 1837 | 1 | |
| 1874 | 2 | |
| 1876 | 2 | |
| 1889 | 1 | |
| 1890 | 1 | |
| 1900 | 1 | |
| 1905 | 1 |
| Value | Count | Frequency (%) |
| 4066 | 2 | |
| 3950 | 1 | |
| 3900 | 1 | |
| 3770 | 1 | |
| 3750 | 1 | |
| 3740 | 1 | |
| 3715 | 1 | |
| 3685 | 1 | |
| 3515 | 1 | |
| 3505 | 1 |
enginesize
Real number (ℝ)
| Distinct | 44 |
|---|---|
| Distinct (%) | 21.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 126.90732 |
| Minimum | 61 |
|---|---|
| Maximum | 326 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 61 |
|---|---|
| 5-th percentile | 90 |
| Q1 | 97 |
| median | 120 |
| Q3 | 141 |
| 95-th percentile | 201.2 |
| Maximum | 326 |
| Range | 265 |
| Interquartile range (IQR) | 44 |
Descriptive statistics
| Standard deviation | 41.642693 |
|---|---|
| Coefficient of variation (CV) | 0.32813469 |
| Kurtosis | 5.3056821 |
| Mean | 126.90732 |
| Median Absolute Deviation (MAD) | 23 |
| Skewness | 1.947655 |
| Sum | 26016 |
| Variance | 1734.1139 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=44)
| Value | Count | Frequency (%) |
| 122 | 15 | 7.3% |
| 92 | 15 | 7.3% |
| 97 | 14 | 6.8% |
| 98 | 14 | 6.8% |
| 108 | 13 | 6.3% |
| 90 | 12 | 5.9% |
| 110 | 12 | 5.9% |
| 109 | 8 | 3.9% |
| 120 | 7 | 3.4% |
| 141 | 7 | 3.4% |
| Other values (34) | 88 |
| Value | Count | Frequency (%) |
| 61 | 1 | 0.5% |
| 70 | 3 | 1.5% |
| 79 | 1 | 0.5% |
| 80 | 1 | 0.5% |
| 90 | 12 | |
| 91 | 5 | 2.4% |
| 92 | 15 | |
| 97 | 14 | |
| 98 | 14 | |
| 103 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 326 | 1 | 0.5% |
| 308 | 1 | 0.5% |
| 304 | 1 | 0.5% |
| 258 | 2 | 1.0% |
| 234 | 2 | 1.0% |
| 209 | 3 | |
| 203 | 1 | 0.5% |
| 194 | 3 | |
| 183 | 4 | |
| 181 | 6 |
boreratio
Real number (ℝ)
| Distinct | 38 |
|---|---|
| Distinct (%) | 18.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.3297561 |
| Minimum | 2.54 |
|---|---|
| Maximum | 3.94 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 2.54 |
|---|---|
| 5-th percentile | 2.97 |
| Q1 | 3.15 |
| median | 3.31 |
| Q3 | 3.58 |
| 95-th percentile | 3.78 |
| Maximum | 3.94 |
| Range | 1.4 |
| Interquartile range (IQR) | 0.43 |
Descriptive statistics
| Standard deviation | 0.27084371 |
|---|---|
| Coefficient of variation (CV) | 0.081340404 |
| Kurtosis | -0.78504183 |
| Mean | 3.3297561 |
| Median Absolute Deviation (MAD) | 0.26 |
| Skewness | 0.020156418 |
| Sum | 682.6 |
| Variance | 0.073356313 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=38)
| Value | Count | Frequency (%) |
| 3.62 | 23 | 11.2% |
| 3.19 | 20 | 9.8% |
| 3.15 | 15 | 7.3% |
| 3.03 | 12 | 5.9% |
| 2.97 | 12 | 5.9% |
| 3.46 | 9 | 4.4% |
| 3.31 | 8 | 3.9% |
| 3.43 | 8 | 3.9% |
| 3.78 | 8 | 3.9% |
| 3.27 | 7 | 3.4% |
| Other values (28) | 83 |
| Value | Count | Frequency (%) |
| 2.54 | 1 | 0.5% |
| 2.68 | 1 | 0.5% |
| 2.91 | 7 | |
| 2.92 | 1 | 0.5% |
| 2.97 | 12 | |
| 2.99 | 1 | 0.5% |
| 3.01 | 5 | |
| 3.03 | 12 | |
| 3.05 | 6 | |
| 3.08 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 3.94 | 2 | 1.0% |
| 3.8 | 2 | 1.0% |
| 3.78 | 8 | 3.9% |
| 3.76 | 1 | 0.5% |
| 3.74 | 3 | 1.5% |
| 3.7 | 5 | 2.4% |
| 3.63 | 2 | 1.0% |
| 3.62 | 23 | |
| 3.61 | 1 | 0.5% |
| 3.6 | 1 | 0.5% |
stroke
Real number (ℝ)
| Distinct | 37 |
|---|---|
| Distinct (%) | 18.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.2554146 |
| Minimum | 2.07 |
|---|---|
| Maximum | 4.17 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 2.07 |
|---|---|
| 5-th percentile | 2.64 |
| Q1 | 3.11 |
| median | 3.29 |
| Q3 | 3.41 |
| 95-th percentile | 3.64 |
| Maximum | 4.17 |
| Range | 2.1 |
| Interquartile range (IQR) | 0.3 |
Descriptive statistics
| Standard deviation | 0.31359701 |
|---|---|
| Coefficient of variation (CV) | 0.096330898 |
| Kurtosis | 2.1743964 |
| Mean | 3.2554146 |
| Median Absolute Deviation (MAD) | 0.14 |
| Skewness | -0.68970458 |
| Sum | 667.36 |
| Variance | 0.098343087 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=37)
| Value | Count | Frequency (%) |
| 3.4 | 20 | 9.8% |
| 3.23 | 14 | 6.8% |
| 3.15 | 14 | 6.8% |
| 3.03 | 14 | 6.8% |
| 3.39 | 13 | 6.3% |
| 2.64 | 11 | 5.4% |
| 3.29 | 9 | 4.4% |
| 3.35 | 9 | 4.4% |
| 3.46 | 8 | 3.9% |
| 3.11 | 6 | 2.9% |
| Other values (27) | 87 |
| Value | Count | Frequency (%) |
| 2.07 | 1 | 0.5% |
| 2.19 | 2 | 1.0% |
| 2.36 | 1 | 0.5% |
| 2.64 | 11 | |
| 2.68 | 2 | 1.0% |
| 2.76 | 1 | 0.5% |
| 2.8 | 2 | 1.0% |
| 2.87 | 1 | 0.5% |
| 2.9 | 3 | 1.5% |
| 3.03 | 14 |
| Value | Count | Frequency (%) |
| 4.17 | 2 | 1.0% |
| 3.9 | 3 | 1.5% |
| 3.86 | 4 | |
| 3.64 | 5 | |
| 3.58 | 6 | |
| 3.54 | 4 | |
| 3.52 | 5 | |
| 3.5 | 6 | |
| 3.47 | 4 | |
| 3.46 | 8 |
compressionratio
Real number (ℝ)
| Distinct | 32 |
|---|---|
| Distinct (%) | 15.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.142537 |
| Minimum | 7 |
|---|---|
| Maximum | 23 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 7.5 |
| Q1 | 8.6 |
| median | 9 |
| Q3 | 9.4 |
| 95-th percentile | 21.82 |
| Maximum | 23 |
| Range | 16 |
| Interquartile range (IQR) | 0.8 |
Descriptive statistics
| Standard deviation | 3.9720403 |
|---|---|
| Coefficient of variation (CV) | 0.39162199 |
| Kurtosis | 5.2330543 |
| Mean | 10.142537 |
| Median Absolute Deviation (MAD) | 0.4 |
| Skewness | 2.6108625 |
| Sum | 2079.22 |
| Variance | 15.777104 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=32)
| Value | Count | Frequency (%) |
| 9 | 46 | |
| 9.4 | 26 | |
| 8.5 | 14 | 6.8% |
| 9.5 | 13 | 6.3% |
| 9.3 | 11 | 5.4% |
| 8.7 | 9 | 4.4% |
| 8 | 8 | 3.9% |
| 9.2 | 8 | 3.9% |
| 7 | 7 | 3.4% |
| 8.6 | 5 | 2.4% |
| Other values (22) | 58 |
| Value | Count | Frequency (%) |
| 7 | 7 | |
| 7.5 | 5 | 2.4% |
| 7.6 | 4 | 2.0% |
| 7.7 | 2 | 1.0% |
| 7.8 | 1 | 0.5% |
| 8 | 8 | |
| 8.1 | 2 | 1.0% |
| 8.3 | 3 | 1.5% |
| 8.4 | 5 | 2.4% |
| 8.5 | 14 |
| Value | Count | Frequency (%) |
| 23 | 5 | |
| 22.7 | 1 | 0.5% |
| 22.5 | 3 | |
| 22 | 1 | 0.5% |
| 21.9 | 1 | 0.5% |
| 21.5 | 4 | |
| 21 | 5 | |
| 11.5 | 1 | 0.5% |
| 10.1 | 1 | 0.5% |
| 10 | 3 |
horsepower
Real number (ℝ)
| Distinct | 59 |
|---|---|
| Distinct (%) | 28.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 104.11707 |
| Minimum | 48 |
|---|---|
| Maximum | 288 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 48 |
|---|---|
| 5-th percentile | 62 |
| Q1 | 70 |
| median | 95 |
| Q3 | 116 |
| 95-th percentile | 180.8 |
| Maximum | 288 |
| Range | 240 |
| Interquartile range (IQR) | 46 |
Descriptive statistics
| Standard deviation | 39.544167 |
|---|---|
| Coefficient of variation (CV) | 0.37980483 |
| Kurtosis | 2.6840062 |
| Mean | 104.11707 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | 1.4053102 |
| Sum | 21344 |
| Variance | 1563.7411 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 68 | 19 | 9.3% |
| 70 | 11 | 5.4% |
| 69 | 10 | 4.9% |
| 116 | 9 | 4.4% |
| 110 | 8 | 3.9% |
| 95 | 7 | 3.4% |
| 114 | 6 | 2.9% |
| 160 | 6 | 2.9% |
| 101 | 6 | 2.9% |
| 62 | 6 | 2.9% |
| Other values (49) | 117 |
| Value | Count | Frequency (%) |
| 48 | 1 | 0.5% |
| 52 | 2 | 1.0% |
| 55 | 1 | 0.5% |
| 56 | 2 | 1.0% |
| 58 | 1 | 0.5% |
| 60 | 1 | 0.5% |
| 62 | 6 | 2.9% |
| 64 | 1 | 0.5% |
| 68 | 19 | |
| 69 | 10 |
| Value | Count | Frequency (%) |
| 288 | 1 | 0.5% |
| 262 | 1 | 0.5% |
| 207 | 3 | |
| 200 | 1 | 0.5% |
| 184 | 2 | |
| 182 | 3 | |
| 176 | 2 | |
| 175 | 1 | 0.5% |
| 162 | 2 | |
| 161 | 2 |
peakrpm
Real number (ℝ)
| Distinct | 23 |
|---|---|
| Distinct (%) | 11.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5125.122 |
| Minimum | 4150 |
|---|---|
| Maximum | 6600 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 4150 |
|---|---|
| 5-th percentile | 4250 |
| Q1 | 4800 |
| median | 5200 |
| Q3 | 5500 |
| 95-th percentile | 5980 |
| Maximum | 6600 |
| Range | 2450 |
| Interquartile range (IQR) | 700 |
Descriptive statistics
| Standard deviation | 476.98564 |
|---|---|
| Coefficient of variation (CV) | 0.093068155 |
| Kurtosis | 0.086755856 |
| Mean | 5125.122 |
| Median Absolute Deviation (MAD) | 300 |
| Skewness | 0.075158722 |
| Sum | 1050650 |
| Variance | 227515.3 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=23)
| Value | Count | Frequency (%) |
| 5500 | 37 | |
| 4800 | 36 | |
| 5000 | 27 | |
| 5200 | 23 | |
| 5400 | 13 | 6.3% |
| 6000 | 9 | 4.4% |
| 4500 | 7 | 3.4% |
| 5800 | 7 | 3.4% |
| 5250 | 7 | 3.4% |
| 5100 | 5 | 2.4% |
| Other values (13) | 34 |
| Value | Count | Frequency (%) |
| 4150 | 5 | 2.4% |
| 4200 | 5 | 2.4% |
| 4250 | 3 | 1.5% |
| 4350 | 4 | 2.0% |
| 4400 | 3 | 1.5% |
| 4500 | 7 | 3.4% |
| 4650 | 1 | 0.5% |
| 4750 | 4 | 2.0% |
| 4800 | 36 | |
| 4900 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 6600 | 2 | 1.0% |
| 6000 | 9 | 4.4% |
| 5900 | 3 | 1.5% |
| 5800 | 7 | 3.4% |
| 5750 | 1 | 0.5% |
| 5600 | 1 | 0.5% |
| 5500 | 37 | |
| 5400 | 13 | 6.3% |
| 5300 | 1 | 0.5% |
| 5250 | 7 | 3.4% |
citympg
Real number (ℝ)
| Distinct | 29 |
|---|---|
| Distinct (%) | 14.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.219512 |
| Minimum | 13 |
|---|---|
| Maximum | 49 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 13 |
|---|---|
| 5-th percentile | 16 |
| Q1 | 19 |
| median | 24 |
| Q3 | 30 |
| 95-th percentile | 37 |
| Maximum | 49 |
| Range | 36 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 6.5421417 |
|---|---|
| Coefficient of variation (CV) | 0.25940794 |
| Kurtosis | 0.57864834 |
| Mean | 25.219512 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.66370403 |
| Sum | 5170 |
| Variance | 42.799617 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 31 | 28 | |
| 19 | 27 | |
| 24 | 22 | |
| 27 | 14 | 6.8% |
| 17 | 13 | 6.3% |
| 26 | 12 | 5.9% |
| 23 | 12 | 5.9% |
| 21 | 8 | 3.9% |
| 25 | 8 | 3.9% |
| 30 | 8 | 3.9% |
| Other values (19) | 53 |
| Value | Count | Frequency (%) |
| 13 | 1 | 0.5% |
| 14 | 2 | 1.0% |
| 15 | 3 | 1.5% |
| 16 | 6 | 2.9% |
| 17 | 13 | |
| 18 | 3 | 1.5% |
| 19 | 27 | |
| 20 | 3 | 1.5% |
| 21 | 8 | 3.9% |
| 22 | 4 | 2.0% |
| Value | Count | Frequency (%) |
| 49 | 1 | 0.5% |
| 47 | 1 | 0.5% |
| 45 | 1 | 0.5% |
| 38 | 7 | |
| 37 | 6 | |
| 36 | 1 | 0.5% |
| 35 | 1 | 0.5% |
| 34 | 1 | 0.5% |
| 33 | 1 | 0.5% |
| 32 | 1 | 0.5% |
highwaympg
Real number (ℝ)
| Distinct | 30 |
|---|---|
| Distinct (%) | 14.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.75122 |
| Minimum | 16 |
|---|---|
| Maximum | 54 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 16 |
|---|---|
| 5-th percentile | 22 |
| Q1 | 25 |
| median | 30 |
| Q3 | 34 |
| 95-th percentile | 42.8 |
| Maximum | 54 |
| Range | 38 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 6.8864431 |
|---|---|
| Coefficient of variation (CV) | 0.22394049 |
| Kurtosis | 0.44007038 |
| Mean | 30.75122 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.53999719 |
| Sum | 6304 |
| Variance | 47.423099 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 25 | 19 | 9.3% |
| 38 | 17 | 8.3% |
| 24 | 17 | 8.3% |
| 30 | 16 | 7.8% |
| 32 | 16 | 7.8% |
| 34 | 14 | 6.8% |
| 37 | 13 | 6.3% |
| 28 | 13 | 6.3% |
| 29 | 10 | 4.9% |
| 33 | 9 | 4.4% |
| Other values (20) | 61 |
| Value | Count | Frequency (%) |
| 16 | 2 | 1.0% |
| 17 | 1 | 0.5% |
| 18 | 2 | 1.0% |
| 19 | 2 | 1.0% |
| 20 | 2 | 1.0% |
| 22 | 8 | |
| 23 | 7 | 3.4% |
| 24 | 17 | |
| 25 | 19 | |
| 26 | 3 | 1.5% |
| Value | Count | Frequency (%) |
| 54 | 1 | 0.5% |
| 53 | 1 | 0.5% |
| 50 | 1 | 0.5% |
| 47 | 2 | 1.0% |
| 46 | 2 | 1.0% |
| 43 | 4 | 2.0% |
| 42 | 3 | 1.5% |
| 41 | 3 | 1.5% |
| 39 | 2 | 1.0% |
| 38 | 17 |
fueltype_diesel
Boolean
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 333.0 B |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 185 | |
| True | 20 | 9.8% |
fueltype_gas
Boolean
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 333.0 B |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 185 | |
| False | 20 | 9.8% |
aspiration_std
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 333.0 B |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 168 | |
| False | 37 | 18.0% |
aspiration_turbo
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 333.0 B |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 168 | |
| True | 37 | 18.0% |
doornumber_four
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 333.0 B |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 115 | |
| False | 90 |
doornumber_two
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 333.0 B |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 115 | |
| True | 90 |
carbody_convertible
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 333.0 B |
| False | |
|---|---|
| True | 6 |
| Value | Count | Frequency (%) |
| False | 199 | |
| True | 6 | 2.9% |
carbody_hardtop
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 333.0 B |
| False | |
|---|---|
| True | 8 |
| Value | Count | Frequency (%) |
| False | 197 | |
| True | 8 | 3.9% |
carbody_hatchback
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 333.0 B |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 135 | |
| True | 70 |
carbody_sedan
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 333.0 B |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 109 | |
| True | 96 |
carbody_wagon
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 333.0 B |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 180 | |
| True | 25 | 12.2% |
drivewheel_4wd
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 333.0 B |
| False | |
|---|---|
| True | 9 |
| Value | Count | Frequency (%) |
| False | 196 | |
| True | 9 | 4.4% |
drivewheel_fwd
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 333.0 B |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 120 | |
| False | 85 |
drivewheel_rwd
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 333.0 B |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 129 | |
| True | 76 |
enginelocation_front
Boolean
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 333.0 B |
| True | |
|---|---|
| False | 3 |
| Value | Count | Frequency (%) |
| True | 202 | |
| False | 3 | 1.5% |
enginelocation_rear
Boolean
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 333.0 B |
| False | |
|---|---|
| True | 3 |
| Value | Count | Frequency (%) |
| False | 202 | |
| True | 3 | 1.5% |
enginetype_dohc
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 333.0 B |
| False | |
|---|---|
| True | 12 |
| Value | Count | Frequency (%) |
| False | 193 | |
| True | 12 | 5.9% |
enginetype_dohcv
Boolean
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 333.0 B |
| False | |
|---|---|
| True | 1 |
| Value | Count | Frequency (%) |
| False | 204 | |
| True | 1 | 0.5% |
enginetype_l
Boolean
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 333.0 B |
| False | |
|---|---|
| True | 12 |
| Value | Count | Frequency (%) |
| False | 193 | |
| True | 12 | 5.9% |
enginetype_ohc
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 333.0 B |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 148 | |
| False | 57 | 27.8% |
enginetype_ohcf
Boolean
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 333.0 B |
| False | |
|---|---|
| True | 15 |
| Value | Count | Frequency (%) |
| False | 190 | |
| True | 15 | 7.3% |
enginetype_ohcv
Boolean
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 333.0 B |
| False | |
|---|---|
| True | 13 |
| Value | Count | Frequency (%) |
| False | 192 | |
| True | 13 | 6.3% |
enginetype_rotor
Boolean
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 333.0 B |
| False | |
|---|---|
| True | 4 |
| Value | Count | Frequency (%) |
| False | 201 | |
| True | 4 | 2.0% |
cylindernumber_eight
Boolean
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 333.0 B |
| False | |
|---|---|
| True | 5 |
| Value | Count | Frequency (%) |
| False | 200 | |
| True | 5 | 2.4% |
cylindernumber_five
Boolean
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 333.0 B |
| False | |
|---|---|
| True | 11 |
| Value | Count | Frequency (%) |
| False | 194 | |
| True | 11 | 5.4% |
cylindernumber_four
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 333.0 B |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 159 | |
| False | 46 | 22.4% |
cylindernumber_six
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 333.0 B |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 181 | |
| True | 24 | 11.7% |
cylindernumber_three
Boolean
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 333.0 B |
| False | |
|---|---|
| True | 1 |
| Value | Count | Frequency (%) |
| False | 204 | |
| True | 1 | 0.5% |
cylindernumber_twelve
Boolean
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 333.0 B |
| False | |
|---|---|
| True | 1 |
| Value | Count | Frequency (%) |
| False | 204 | |
| True | 1 | 0.5% |
cylindernumber_two
Boolean
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 333.0 B |
| False | |
|---|---|
| True | 4 |
| Value | Count | Frequency (%) |
| False | 201 | |
| True | 4 | 2.0% |
fuelsystem_1bbl
Boolean
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 333.0 B |
| False | |
|---|---|
| True | 11 |
| Value | Count | Frequency (%) |
| False | 194 | |
| True | 11 | 5.4% |
fuelsystem_2bbl
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 333.0 B |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 139 | |
| True | 66 |
fuelsystem_4bbl
Boolean
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 333.0 B |
| False | |
|---|---|
| True | 3 |
| Value | Count | Frequency (%) |
| False | 202 | |
| True | 3 | 1.5% |
fuelsystem_idi
Boolean
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 333.0 B |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 185 | |
| True | 20 | 9.8% |
fuelsystem_mfi
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 333.0 B |
| False | |
|---|---|
| True | 1 |
| Value | Count | Frequency (%) |
| False | 204 | |
| True | 1 | 0.5% |
fuelsystem_mpfi
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 333.0 B |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 111 | |
| True | 94 |
fuelsystem_spdi
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 333.0 B |
| False | |
|---|---|
| True | 9 |
| Value | Count | Frequency (%) |
| False | 196 | |
| True | 9 | 4.4% |
fuelsystem_spfi
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 333.0 B |
| False | |
|---|---|
| True | 1 |
| Value | Count | Frequency (%) |
| False | 204 | |
| True | 1 | 0.5% |
| symboling | wheelbase | carlength | carwidth | carheight | curbweight | enginesize | boreratio | stroke | compressionratio | horsepower | peakrpm | citympg | highwaympg | fueltype_diesel | fueltype_gas | aspiration_std | aspiration_turbo | doornumber_four | doornumber_two | carbody_convertible | carbody_hardtop | carbody_hatchback | carbody_sedan | carbody_wagon | drivewheel_4wd | drivewheel_fwd | drivewheel_rwd | enginelocation_front | enginelocation_rear | enginetype_dohc | enginetype_dohcv | enginetype_l | enginetype_ohc | enginetype_ohcf | enginetype_ohcv | enginetype_rotor | cylindernumber_eight | cylindernumber_five | cylindernumber_four | cylindernumber_six | cylindernumber_three | cylindernumber_twelve | cylindernumber_two | fuelsystem_1bbl | fuelsystem_2bbl | fuelsystem_4bbl | fuelsystem_idi | fuelsystem_mfi | fuelsystem_mpfi | fuelsystem_spdi | fuelsystem_spfi | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| symboling | 1.000 | -0.538 | -0.396 | -0.254 | -0.523 | -0.256 | -0.177 | -0.170 | -0.019 | 0.023 | -0.010 | 0.282 | -0.018 | 0.053 | 0.217 | 0.217 | 0.185 | 0.185 | 0.684 | 0.684 | 0.332 | 0.154 | 0.460 | 0.397 | 0.315 | 0.171 | 0.324 | 0.331 | 0.272 | 0.272 | 0.162 | 0.000 | 0.276 | 0.333 | 0.167 | 0.000 | 0.327 | 0.000 | 0.000 | 0.230 | 0.203 | 0.045 | 0.000 | 0.327 | 0.000 | 0.420 | 0.272 | 0.217 | 0.089 | 0.283 | 0.249 | 0.045 |
| wheelbase | -0.538 | 1.000 | 0.912 | 0.812 | 0.633 | 0.765 | 0.648 | 0.537 | 0.227 | -0.126 | 0.505 | -0.312 | -0.493 | -0.539 | 0.341 | 0.341 | 0.310 | 0.310 | 0.445 | 0.445 | 0.363 | 0.250 | 0.401 | 0.333 | 0.313 | 0.168 | 0.515 | 0.577 | 0.568 | 0.568 | 0.331 | 0.000 | 0.657 | 0.422 | 0.329 | 0.338 | 0.000 | 0.497 | 0.275 | 0.427 | 0.449 | 0.277 | 0.000 | 0.000 | 0.203 | 0.447 | 0.000 | 0.341 | 0.000 | 0.530 | 0.112 | 0.000 |
| carlength | -0.396 | 0.912 | 1.000 | 0.888 | 0.525 | 0.890 | 0.783 | 0.639 | 0.187 | -0.193 | 0.661 | -0.269 | -0.670 | -0.698 | 0.110 | 0.110 | 0.207 | 0.207 | 0.365 | 0.365 | 0.000 | 0.000 | 0.439 | 0.321 | 0.312 | 0.035 | 0.553 | 0.570 | 0.000 | 0.000 | 0.320 | 0.000 | 0.539 | 0.529 | 0.291 | 0.281 | 0.094 | 0.503 | 0.312 | 0.419 | 0.279 | 0.536 | 0.035 | 0.094 | 0.607 | 0.581 | 0.000 | 0.110 | 0.000 | 0.569 | 0.167 | 0.000 |
| carwidth | -0.254 | 0.812 | 0.888 | 1.000 | 0.350 | 0.864 | 0.771 | 0.610 | 0.240 | -0.146 | 0.689 | -0.199 | -0.688 | -0.701 | 0.233 | 0.233 | 0.301 | 0.301 | 0.305 | 0.305 | 0.185 | 0.000 | 0.191 | 0.197 | 0.000 | 0.000 | 0.545 | 0.586 | 0.160 | 0.160 | 0.202 | 0.277 | 0.721 | 0.412 | 0.168 | 0.327 | 0.133 | 0.614 | 0.504 | 0.569 | 0.350 | 0.980 | 0.345 | 0.133 | 0.172 | 0.562 | 0.044 | 0.233 | 0.000 | 0.511 | 0.190 | 0.000 |
| carheight | -0.523 | 0.633 | 0.525 | 0.350 | 1.000 | 0.346 | 0.200 | 0.216 | -0.018 | 0.000 | 0.011 | -0.296 | -0.069 | -0.133 | 0.277 | 0.277 | 0.237 | 0.237 | 0.541 | 0.541 | 0.422 | 0.260 | 0.546 | 0.494 | 0.682 | 0.202 | 0.448 | 0.465 | 0.272 | 0.272 | 0.297 | 0.000 | 0.527 | 0.392 | 0.234 | 0.283 | 0.625 | 0.136 | 0.000 | 0.307 | 0.200 | 0.000 | 0.536 | 0.625 | 0.173 | 0.347 | 0.530 | 0.277 | 0.000 | 0.373 | 0.288 | 0.000 |
| curbweight | -0.256 | 0.765 | 0.890 | 0.864 | 0.346 | 1.000 | 0.878 | 0.702 | 0.163 | -0.219 | 0.808 | -0.236 | -0.813 | -0.834 | 0.305 | 0.305 | 0.375 | 0.375 | 0.274 | 0.274 | 0.151 | 0.303 | 0.289 | 0.182 | 0.171 | 0.000 | 0.643 | 0.647 | 0.100 | 0.100 | 0.281 | 0.277 | 0.453 | 0.405 | 0.111 | 0.472 | 0.133 | 0.615 | 0.287 | 0.580 | 0.433 | 0.675 | 0.451 | 0.133 | 0.210 | 0.617 | 0.044 | 0.305 | 0.000 | 0.581 | 0.161 | 0.000 |
| enginesize | -0.177 | 0.648 | 0.783 | 0.771 | 0.200 | 0.878 | 1.000 | 0.701 | 0.292 | -0.235 | 0.817 | -0.273 | -0.730 | -0.721 | 0.157 | 0.157 | 0.271 | 0.271 | 0.207 | 0.207 | 0.253 | 0.297 | 0.213 | 0.075 | 0.000 | 0.000 | 0.608 | 0.689 | 0.619 | 0.619 | 0.413 | 0.316 | 0.238 | 0.469 | 0.289 | 0.773 | 0.790 | 0.807 | 0.342 | 0.800 | 0.749 | 0.352 | 0.541 | 0.790 | 0.146 | 0.471 | 0.675 | 0.157 | 0.000 | 0.505 | 0.086 | 0.000 |
| boreratio | -0.170 | 0.537 | 0.639 | 0.610 | 0.216 | 0.702 | 0.701 | 1.000 | -0.083 | -0.160 | 0.639 | -0.298 | -0.609 | -0.615 | 0.168 | 0.168 | 0.335 | 0.335 | 0.163 | 0.163 | 0.071 | 0.186 | 0.311 | 0.134 | 0.000 | 0.088 | 0.578 | 0.604 | 0.327 | 0.327 | 0.092 | 0.679 | 0.333 | 0.453 | 0.404 | 0.393 | 0.313 | 0.335 | 0.230 | 0.226 | 0.261 | 0.286 | 0.000 | 0.313 | 0.729 | 0.440 | 0.252 | 0.168 | 0.000 | 0.462 | 0.000 | 0.000 |
| stroke | -0.019 | 0.227 | 0.187 | 0.240 | -0.018 | 0.163 | 0.292 | -0.083 | 1.000 | -0.070 | 0.130 | -0.074 | -0.030 | -0.030 | 0.375 | 0.375 | 0.265 | 0.265 | 0.132 | 0.132 | 0.134 | 0.178 | 0.247 | 0.136 | 0.000 | 0.394 | 0.244 | 0.295 | 0.615 | 0.615 | 0.404 | 0.000 | 0.265 | 0.513 | 0.845 | 0.097 | 0.101 | 0.037 | 0.320 | 0.293 | 0.383 | 0.000 | 0.308 | 0.101 | 0.298 | 0.404 | 0.000 | 0.375 | 0.308 | 0.261 | 0.464 | 0.000 |
| compressionratio | 0.023 | -0.126 | -0.193 | -0.146 | 0.000 | -0.219 | -0.235 | -0.160 | -0.070 | 1.000 | -0.353 | -0.022 | 0.479 | 0.445 | 0.993 | 0.993 | 0.554 | 0.554 | 0.186 | 0.186 | 0.000 | 0.000 | 0.173 | 0.176 | 0.030 | 0.000 | 0.175 | 0.190 | 0.000 | 0.000 | 0.000 | 0.000 | 0.648 | 0.292 | 0.039 | 0.251 | 0.000 | 0.125 | 0.333 | 0.163 | 0.000 | 0.000 | 0.993 | 0.000 | 0.121 | 0.252 | 0.000 | 0.993 | 0.000 | 0.297 | 0.321 | 0.000 |
| horsepower | -0.010 | 0.505 | 0.661 | 0.689 | 0.011 | 0.808 | 0.817 | 0.639 | 0.130 | -0.353 | 1.000 | 0.113 | -0.911 | -0.886 | 0.219 | 0.219 | 0.343 | 0.343 | 0.171 | 0.171 | 0.124 | 0.322 | 0.151 | 0.159 | 0.000 | 0.000 | 0.561 | 0.592 | 0.843 | 0.843 | 0.332 | 0.983 | 0.101 | 0.439 | 0.410 | 0.523 | 0.090 | 0.529 | 0.396 | 0.707 | 0.660 | 0.000 | 0.983 | 0.090 | 0.259 | 0.667 | 0.083 | 0.219 | 0.000 | 0.664 | 0.233 | 0.000 |
| peakrpm | 0.282 | -0.312 | -0.269 | -0.199 | -0.296 | -0.236 | -0.273 | -0.298 | -0.074 | -0.022 | 0.113 | 1.000 | -0.131 | -0.057 | 0.594 | 0.594 | 0.311 | 0.311 | 0.244 | 0.244 | 0.000 | 0.130 | 0.097 | 0.200 | 0.000 | 0.194 | 0.260 | 0.289 | 0.448 | 0.448 | 0.385 | 0.286 | 0.357 | 0.304 | 0.275 | 0.203 | 0.531 | 0.252 | 0.295 | 0.252 | 0.260 | 0.000 | 0.000 | 0.531 | 0.550 | 0.326 | 0.448 | 0.594 | 0.000 | 0.205 | 0.168 | 0.000 |
| citympg | -0.018 | -0.493 | -0.670 | -0.688 | -0.069 | -0.813 | -0.730 | -0.609 | -0.030 | 0.479 | -0.911 | -0.131 | 1.000 | 0.968 | 0.389 | 0.389 | 0.186 | 0.186 | 0.003 | 0.003 | 0.000 | 0.000 | 0.154 | 0.095 | 0.000 | 0.000 | 0.539 | 0.518 | 0.110 | 0.110 | 0.136 | 0.000 | 0.190 | 0.436 | 0.000 | 0.423 | 0.110 | 0.463 | 0.227 | 0.692 | 0.446 | 0.679 | 0.200 | 0.110 | 0.196 | 0.606 | 0.110 | 0.389 | 0.000 | 0.659 | 0.085 | 0.000 |
| highwaympg | 0.053 | -0.539 | -0.698 | -0.701 | -0.133 | -0.834 | -0.721 | -0.615 | -0.030 | 0.445 | -0.886 | -0.057 | 0.968 | 1.000 | 0.336 | 0.336 | 0.319 | 0.319 | 0.119 | 0.119 | 0.000 | 0.000 | 0.124 | 0.094 | 0.000 | 0.091 | 0.611 | 0.587 | 0.101 | 0.101 | 0.285 | 0.000 | 0.296 | 0.497 | 0.000 | 0.539 | 0.421 | 0.637 | 0.300 | 0.699 | 0.415 | 0.675 | 0.308 | 0.421 | 0.347 | 0.640 | 0.347 | 0.336 | 0.000 | 0.633 | 0.119 | 0.000 |
| fueltype_diesel | 0.217 | 0.341 | 0.110 | 0.233 | 0.277 | 0.305 | 0.157 | 0.168 | 0.375 | 0.993 | 0.219 | 0.594 | 0.389 | 0.336 | 1.000 | 0.972 | 0.374 | 0.374 | 0.161 | 0.161 | 0.000 | 0.000 | 0.171 | 0.154 | 0.000 | 0.000 | 0.023 | 0.078 | 0.000 | 0.000 | 0.000 | 0.000 | 0.223 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.163 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.197 | 0.000 | 0.972 | 0.000 | 0.278 | 0.000 | 0.000 |
| fueltype_gas | 0.217 | 0.341 | 0.110 | 0.233 | 0.277 | 0.305 | 0.157 | 0.168 | 0.375 | 0.993 | 0.219 | 0.594 | 0.389 | 0.336 | 0.972 | 1.000 | 0.374 | 0.374 | 0.161 | 0.161 | 0.000 | 0.000 | 0.171 | 0.154 | 0.000 | 0.000 | 0.023 | 0.078 | 0.000 | 0.000 | 0.000 | 0.000 | 0.223 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.163 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.197 | 0.000 | 0.972 | 0.000 | 0.278 | 0.000 | 0.000 |
| aspiration_std | 0.185 | 0.310 | 0.207 | 0.301 | 0.237 | 0.375 | 0.271 | 0.335 | 0.265 | 0.554 | 0.343 | 0.311 | 0.186 | 0.319 | 0.374 | 0.374 | 1.000 | 0.983 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.113 | 0.071 | 0.000 | 0.000 | 0.000 | 0.000 | 0.166 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.185 | 0.000 | 0.018 | 0.000 | 0.000 | 0.000 | 0.046 | 0.303 | 0.000 | 0.374 | 0.000 | 0.000 | 0.358 | 0.000 |
| aspiration_turbo | 0.185 | 0.310 | 0.207 | 0.301 | 0.237 | 0.375 | 0.271 | 0.335 | 0.265 | 0.554 | 0.343 | 0.311 | 0.186 | 0.319 | 0.374 | 0.374 | 0.983 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.113 | 0.071 | 0.000 | 0.000 | 0.000 | 0.000 | 0.166 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.185 | 0.000 | 0.018 | 0.000 | 0.000 | 0.000 | 0.046 | 0.303 | 0.000 | 0.374 | 0.000 | 0.000 | 0.358 | 0.000 |
| doornumber_four | 0.684 | 0.445 | 0.365 | 0.305 | 0.541 | 0.274 | 0.207 | 0.163 | 0.132 | 0.186 | 0.171 | 0.244 | 0.003 | 0.119 | 0.161 | 0.161 | 0.000 | 0.000 | 1.000 | 0.990 | 0.152 | 0.190 | 0.594 | 0.502 | 0.308 | 0.000 | 0.000 | 0.000 | 0.067 | 0.067 | 0.000 | 0.000 | 0.142 | 0.000 | 0.000 | 0.000 | 0.103 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.103 | 0.020 | 0.000 | 0.067 | 0.161 | 0.000 | 0.000 | 0.101 | 0.000 |
| doornumber_two | 0.684 | 0.445 | 0.365 | 0.305 | 0.541 | 0.274 | 0.207 | 0.163 | 0.132 | 0.186 | 0.171 | 0.244 | 0.003 | 0.119 | 0.161 | 0.161 | 0.000 | 0.000 | 0.990 | 1.000 | 0.152 | 0.190 | 0.594 | 0.502 | 0.308 | 0.000 | 0.000 | 0.000 | 0.067 | 0.067 | 0.000 | 0.000 | 0.142 | 0.000 | 0.000 | 0.000 | 0.103 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.103 | 0.020 | 0.000 | 0.067 | 0.161 | 0.000 | 0.000 | 0.101 | 0.000 |
| carbody_convertible | 0.332 | 0.363 | 0.000 | 0.185 | 0.422 | 0.151 | 0.253 | 0.071 | 0.134 | 0.000 | 0.124 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.152 | 0.152 | 1.000 | 0.000 | 0.064 | 0.114 | 0.000 | 0.000 | 0.095 | 0.117 | 0.071 | 0.071 | 0.123 | 0.000 | 0.000 | 0.096 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.055 | 0.000 | 0.000 | 0.000 | 0.144 | 0.000 | 0.000 |
| carbody_hardtop | 0.154 | 0.250 | 0.000 | 0.000 | 0.260 | 0.303 | 0.297 | 0.186 | 0.178 | 0.000 | 0.322 | 0.130 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.190 | 0.190 | 0.000 | 1.000 | 0.096 | 0.149 | 0.000 | 0.000 | 0.147 | 0.171 | 0.282 | 0.282 | 0.000 | 0.000 | 0.000 | 0.000 | 0.054 | 0.000 | 0.000 | 0.000 | 0.000 | 0.076 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.061 | 0.000 | 0.000 |
| carbody_hatchback | 0.460 | 0.401 | 0.439 | 0.191 | 0.546 | 0.289 | 0.213 | 0.311 | 0.247 | 0.173 | 0.151 | 0.097 | 0.154 | 0.124 | 0.171 | 0.171 | 0.000 | 0.000 | 0.594 | 0.594 | 0.064 | 0.096 | 1.000 | 0.663 | 0.243 | 0.000 | 0.141 | 0.119 | 0.000 | 0.000 | 0.000 | 0.000 | 0.090 | 0.000 | 0.000 | 0.000 | 0.143 | 0.000 | 0.076 | 0.000 | 0.000 | 0.000 | 0.000 | 0.143 | 0.104 | 0.084 | 0.106 | 0.171 | 0.000 | 0.186 | 0.158 | 0.000 |
| carbody_sedan | 0.397 | 0.333 | 0.321 | 0.197 | 0.494 | 0.182 | 0.075 | 0.134 | 0.136 | 0.176 | 0.159 | 0.200 | 0.095 | 0.094 | 0.154 | 0.154 | 0.000 | 0.000 | 0.502 | 0.502 | 0.114 | 0.149 | 0.663 | 1.000 | 0.328 | 0.000 | 0.000 | 0.000 | 0.023 | 0.023 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.067 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.067 | 0.015 | 0.000 | 0.023 | 0.154 | 0.000 | 0.000 | 0.042 | 0.000 |
| carbody_wagon | 0.315 | 0.313 | 0.312 | 0.000 | 0.682 | 0.171 | 0.000 | 0.000 | 0.000 | 0.030 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.308 | 0.308 | 0.000 | 0.000 | 0.243 | 0.328 | 1.000 | 0.161 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.109 | 0.048 | 0.065 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| drivewheel_4wd | 0.171 | 0.168 | 0.035 | 0.000 | 0.202 | 0.000 | 0.000 | 0.088 | 0.394 | 0.000 | 0.000 | 0.194 | 0.000 | 0.091 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.161 | 1.000 | 0.220 | 0.121 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.080 | 0.345 | 0.000 | 0.000 | 0.000 | 0.082 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.042 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| drivewheel_fwd | 0.324 | 0.515 | 0.553 | 0.545 | 0.448 | 0.643 | 0.608 | 0.578 | 0.244 | 0.175 | 0.561 | 0.260 | 0.539 | 0.611 | 0.023 | 0.023 | 0.113 | 0.113 | 0.000 | 0.000 | 0.095 | 0.147 | 0.141 | 0.000 | 0.000 | 0.220 | 1.000 | 0.901 | 0.077 | 0.077 | 0.178 | 0.000 | 0.223 | 0.434 | 0.000 | 0.152 | 0.112 | 0.139 | 0.000 | 0.409 | 0.318 | 0.000 | 0.000 | 0.112 | 0.165 | 0.395 | 0.077 | 0.023 | 0.000 | 0.423 | 0.082 | 0.000 |
| drivewheel_rwd | 0.331 | 0.577 | 0.570 | 0.586 | 0.465 | 0.647 | 0.689 | 0.604 | 0.295 | 0.190 | 0.592 | 0.289 | 0.518 | 0.587 | 0.078 | 0.078 | 0.071 | 0.071 | 0.000 | 0.000 | 0.117 | 0.171 | 0.119 | 0.000 | 0.000 | 0.121 | 0.901 | 1.000 | 0.094 | 0.094 | 0.206 | 0.000 | 0.251 | 0.386 | 0.039 | 0.181 | 0.130 | 0.159 | 0.000 | 0.418 | 0.359 | 0.000 | 0.000 | 0.130 | 0.145 | 0.449 | 0.094 | 0.078 | 0.000 | 0.434 | 0.058 | 0.000 |
| enginelocation_front | 0.272 | 0.568 | 0.000 | 0.160 | 0.272 | 0.100 | 0.619 | 0.327 | 0.615 | 0.000 | 0.843 | 0.448 | 0.110 | 0.101 | 0.000 | 0.000 | 0.000 | 0.000 | 0.067 | 0.067 | 0.071 | 0.282 | 0.000 | 0.023 | 0.000 | 0.000 | 0.077 | 0.094 | 1.000 | 0.830 | 0.000 | 0.000 | 0.000 | 0.134 | 0.350 | 0.000 | 0.000 | 0.000 | 0.000 | 0.164 | 0.263 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.059 | 0.000 | 0.000 |
| enginelocation_rear | 0.272 | 0.568 | 0.000 | 0.160 | 0.272 | 0.100 | 0.619 | 0.327 | 0.615 | 0.000 | 0.843 | 0.448 | 0.110 | 0.101 | 0.000 | 0.000 | 0.000 | 0.000 | 0.067 | 0.067 | 0.071 | 0.282 | 0.000 | 0.023 | 0.000 | 0.000 | 0.077 | 0.094 | 0.830 | 1.000 | 0.000 | 0.000 | 0.000 | 0.134 | 0.350 | 0.000 | 0.000 | 0.000 | 0.000 | 0.164 | 0.263 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.059 | 0.000 | 0.000 |
| enginetype_dohc | 0.162 | 0.331 | 0.320 | 0.202 | 0.297 | 0.281 | 0.413 | 0.092 | 0.404 | 0.000 | 0.332 | 0.385 | 0.136 | 0.285 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.123 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.178 | 0.206 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.373 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.121 | 0.256 | 0.000 | 0.000 | 0.000 | 0.000 | 0.133 | 0.000 | 0.000 | 0.000 | 0.241 | 0.000 | 0.000 |
| enginetype_dohcv | 0.000 | 0.000 | 0.000 | 0.277 | 0.000 | 0.277 | 0.316 | 0.679 | 0.000 | 0.000 | 0.983 | 0.286 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.205 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| enginetype_l | 0.276 | 0.657 | 0.539 | 0.721 | 0.527 | 0.453 | 0.238 | 0.333 | 0.265 | 0.648 | 0.101 | 0.357 | 0.190 | 0.296 | 0.223 | 0.223 | 0.166 | 0.166 | 0.142 | 0.142 | 0.000 | 0.000 | 0.090 | 0.000 | 0.109 | 0.000 | 0.223 | 0.251 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.373 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.112 | 0.000 | 0.000 | 0.000 | 0.079 | 0.000 | 0.223 | 0.000 | 0.000 | 0.000 | 0.000 |
| enginetype_ohc | 0.333 | 0.422 | 0.529 | 0.412 | 0.392 | 0.405 | 0.469 | 0.453 | 0.513 | 0.292 | 0.439 | 0.304 | 0.436 | 0.497 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.096 | 0.000 | 0.000 | 0.000 | 0.048 | 0.080 | 0.434 | 0.386 | 0.134 | 0.134 | 0.373 | 0.000 | 0.373 | 1.000 | 0.427 | 0.392 | 0.175 | 0.209 | 0.102 | 0.378 | 0.326 | 0.000 | 0.000 | 0.175 | 0.102 | 0.194 | 0.134 | 0.000 | 0.000 | 0.284 | 0.080 | 0.000 |
| enginetype_ohcf | 0.167 | 0.329 | 0.291 | 0.168 | 0.234 | 0.111 | 0.289 | 0.404 | 0.845 | 0.039 | 0.410 | 0.275 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.054 | 0.000 | 0.000 | 0.065 | 0.345 | 0.000 | 0.039 | 0.350 | 0.350 | 0.000 | 0.000 | 0.000 | 0.427 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.081 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| enginetype_ohcv | 0.000 | 0.338 | 0.281 | 0.327 | 0.283 | 0.472 | 0.773 | 0.393 | 0.097 | 0.251 | 0.523 | 0.203 | 0.423 | 0.539 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.152 | 0.181 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.392 | 0.000 | 1.000 | 0.000 | 0.408 | 0.000 | 0.456 | 0.366 | 0.000 | 0.104 | 0.000 | 0.000 | 0.142 | 0.000 | 0.000 | 0.000 | 0.254 | 0.000 | 0.000 |
| enginetype_rotor | 0.327 | 0.000 | 0.094 | 0.133 | 0.625 | 0.133 | 0.790 | 0.313 | 0.101 | 0.000 | 0.090 | 0.531 | 0.110 | 0.421 | 0.000 | 0.000 | 0.000 | 0.000 | 0.103 | 0.103 | 0.000 | 0.000 | 0.143 | 0.067 | 0.000 | 0.000 | 0.112 | 0.130 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.175 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.209 | 0.000 | 0.000 | 0.000 | 0.872 | 0.000 | 0.000 | 0.715 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| cylindernumber_eight | 0.000 | 0.497 | 0.503 | 0.614 | 0.136 | 0.615 | 0.807 | 0.335 | 0.037 | 0.125 | 0.529 | 0.252 | 0.463 | 0.637 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.139 | 0.159 | 0.000 | 0.000 | 0.000 | 0.205 | 0.000 | 0.209 | 0.000 | 0.408 | 0.000 | 1.000 | 0.000 | 0.247 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.027 | 0.000 | 0.000 | 0.000 | 0.122 | 0.000 | 0.000 |
| cylindernumber_five | 0.000 | 0.275 | 0.312 | 0.504 | 0.000 | 0.287 | 0.342 | 0.230 | 0.320 | 0.333 | 0.396 | 0.295 | 0.227 | 0.300 | 0.163 | 0.163 | 0.185 | 0.185 | 0.000 | 0.000 | 0.000 | 0.000 | 0.076 | 0.000 | 0.000 | 0.082 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.102 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.412 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.123 | 0.000 | 0.163 | 0.000 | 0.000 | 0.000 | 0.000 |
| cylindernumber_four | 0.230 | 0.427 | 0.419 | 0.569 | 0.307 | 0.580 | 0.800 | 0.226 | 0.293 | 0.163 | 0.707 | 0.252 | 0.692 | 0.699 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.076 | 0.000 | 0.000 | 0.000 | 0.000 | 0.409 | 0.418 | 0.164 | 0.164 | 0.121 | 0.000 | 0.000 | 0.378 | 0.000 | 0.456 | 0.209 | 0.247 | 0.412 | 1.000 | 0.657 | 0.000 | 0.000 | 0.209 | 0.075 | 0.326 | 0.164 | 0.000 | 0.000 | 0.356 | 0.051 | 0.000 |
| cylindernumber_six | 0.203 | 0.449 | 0.279 | 0.350 | 0.200 | 0.433 | 0.749 | 0.261 | 0.383 | 0.000 | 0.660 | 0.260 | 0.446 | 0.415 | 0.000 | 0.000 | 0.018 | 0.018 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.318 | 0.359 | 0.263 | 0.263 | 0.256 | 0.000 | 0.000 | 0.326 | 0.000 | 0.366 | 0.000 | 0.000 | 0.000 | 0.657 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.225 | 0.000 | 0.000 | 0.000 | 0.344 | 0.000 | 0.000 |
| cylindernumber_three | 0.045 | 0.277 | 0.536 | 0.980 | 0.000 | 0.675 | 0.352 | 0.286 | 0.000 | 0.000 | 0.000 | 0.000 | 0.679 | 0.675 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.112 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| cylindernumber_twelve | 0.000 | 0.000 | 0.035 | 0.345 | 0.536 | 0.451 | 0.541 | 0.000 | 0.308 | 0.993 | 0.983 | 0.000 | 0.200 | 0.308 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.104 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| cylindernumber_two | 0.327 | 0.000 | 0.094 | 0.133 | 0.625 | 0.133 | 0.790 | 0.313 | 0.101 | 0.000 | 0.090 | 0.531 | 0.110 | 0.421 | 0.000 | 0.000 | 0.000 | 0.000 | 0.103 | 0.103 | 0.000 | 0.000 | 0.143 | 0.067 | 0.000 | 0.000 | 0.112 | 0.130 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.175 | 0.000 | 0.000 | 0.872 | 0.000 | 0.000 | 0.209 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.715 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| fuelsystem_1bbl | 0.000 | 0.203 | 0.607 | 0.172 | 0.173 | 0.210 | 0.146 | 0.729 | 0.298 | 0.121 | 0.259 | 0.550 | 0.196 | 0.347 | 0.000 | 0.000 | 0.046 | 0.046 | 0.020 | 0.020 | 0.000 | 0.000 | 0.104 | 0.015 | 0.000 | 0.000 | 0.165 | 0.145 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.102 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.075 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.123 | 0.000 | 0.000 | 0.000 | 0.185 | 0.000 | 0.000 |
| fuelsystem_2bbl | 0.420 | 0.447 | 0.581 | 0.562 | 0.347 | 0.617 | 0.471 | 0.440 | 0.404 | 0.252 | 0.667 | 0.326 | 0.606 | 0.640 | 0.197 | 0.197 | 0.303 | 0.303 | 0.000 | 0.000 | 0.055 | 0.000 | 0.084 | 0.000 | 0.000 | 0.042 | 0.395 | 0.449 | 0.000 | 0.000 | 0.133 | 0.000 | 0.079 | 0.194 | 0.081 | 0.142 | 0.000 | 0.027 | 0.123 | 0.326 | 0.225 | 0.000 | 0.000 | 0.000 | 0.123 | 1.000 | 0.000 | 0.197 | 0.000 | 0.621 | 0.100 | 0.000 |
| fuelsystem_4bbl | 0.272 | 0.000 | 0.000 | 0.044 | 0.530 | 0.044 | 0.675 | 0.252 | 0.000 | 0.000 | 0.083 | 0.448 | 0.110 | 0.347 | 0.000 | 0.000 | 0.000 | 0.000 | 0.067 | 0.067 | 0.000 | 0.000 | 0.106 | 0.023 | 0.000 | 0.000 | 0.077 | 0.094 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.134 | 0.000 | 0.000 | 0.715 | 0.000 | 0.000 | 0.164 | 0.000 | 0.000 | 0.000 | 0.715 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.014 | 0.000 | 0.000 |
| fuelsystem_idi | 0.217 | 0.341 | 0.110 | 0.233 | 0.277 | 0.305 | 0.157 | 0.168 | 0.375 | 0.993 | 0.219 | 0.594 | 0.389 | 0.336 | 0.972 | 0.972 | 0.374 | 0.374 | 0.161 | 0.161 | 0.000 | 0.000 | 0.171 | 0.154 | 0.000 | 0.000 | 0.023 | 0.078 | 0.000 | 0.000 | 0.000 | 0.000 | 0.223 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.163 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.197 | 0.000 | 1.000 | 0.000 | 0.278 | 0.000 | 0.000 |
| fuelsystem_mfi | 0.089 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.308 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 |
| fuelsystem_mpfi | 0.283 | 0.530 | 0.569 | 0.511 | 0.373 | 0.581 | 0.505 | 0.462 | 0.261 | 0.297 | 0.664 | 0.205 | 0.659 | 0.633 | 0.278 | 0.278 | 0.000 | 0.000 | 0.000 | 0.000 | 0.144 | 0.061 | 0.186 | 0.000 | 0.000 | 0.000 | 0.423 | 0.434 | 0.059 | 0.059 | 0.241 | 0.000 | 0.000 | 0.284 | 0.000 | 0.254 | 0.000 | 0.122 | 0.000 | 0.356 | 0.344 | 0.000 | 0.000 | 0.000 | 0.185 | 0.621 | 0.014 | 0.278 | 0.000 | 1.000 | 0.159 | 0.000 |
| fuelsystem_spdi | 0.249 | 0.112 | 0.167 | 0.190 | 0.288 | 0.161 | 0.086 | 0.000 | 0.464 | 0.321 | 0.233 | 0.168 | 0.085 | 0.119 | 0.000 | 0.000 | 0.358 | 0.358 | 0.101 | 0.101 | 0.000 | 0.000 | 0.158 | 0.042 | 0.000 | 0.000 | 0.082 | 0.058 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.080 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.051 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.100 | 0.000 | 0.000 | 0.000 | 0.159 | 1.000 | 0.000 |
| fuelsystem_spfi | 0.045 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| symboling | wheelbase | carlength | carwidth | carheight | curbweight | enginesize | boreratio | stroke | compressionratio | horsepower | peakrpm | citympg | highwaympg | fueltype_diesel | fueltype_gas | aspiration_std | aspiration_turbo | doornumber_four | doornumber_two | carbody_convertible | carbody_hardtop | carbody_hatchback | carbody_sedan | carbody_wagon | drivewheel_4wd | drivewheel_fwd | drivewheel_rwd | enginelocation_front | enginelocation_rear | enginetype_dohc | enginetype_dohcv | enginetype_l | enginetype_ohc | enginetype_ohcf | enginetype_ohcv | enginetype_rotor | cylindernumber_eight | cylindernumber_five | cylindernumber_four | cylindernumber_six | cylindernumber_three | cylindernumber_twelve | cylindernumber_two | fuelsystem_1bbl | fuelsystem_2bbl | fuelsystem_4bbl | fuelsystem_idi | fuelsystem_mfi | fuelsystem_mpfi | fuelsystem_spdi | fuelsystem_spfi | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 3 | 88.6 | 168.8 | 64.1 | 48.8 | 2548 | 130 | 3.47 | 2.68 | 9.0 | 111 | 5000 | 21 | 27 | False | True | True | False | False | True | True | False | False | False | False | False | False | True | True | False | True | False | False | False | False | False | False | False | False | True | False | False | False | False | False | False | False | False | False | True | False | False |
| 1 | 3 | 88.6 | 168.8 | 64.1 | 48.8 | 2548 | 130 | 3.47 | 2.68 | 9.0 | 111 | 5000 | 21 | 27 | False | True | True | False | False | True | True | False | False | False | False | False | False | True | True | False | True | False | False | False | False | False | False | False | False | True | False | False | False | False | False | False | False | False | False | True | False | False |
| 2 | 1 | 94.5 | 171.2 | 65.5 | 52.4 | 2823 | 152 | 2.68 | 3.47 | 9.0 | 154 | 5000 | 19 | 26 | False | True | True | False | False | True | False | False | True | False | False | False | False | True | True | False | False | False | False | False | False | True | False | False | False | False | True | False | False | False | False | False | False | False | False | True | False | False |
| 3 | 2 | 99.8 | 176.6 | 66.2 | 54.3 | 2337 | 109 | 3.19 | 3.40 | 10.0 | 102 | 5500 | 24 | 30 | False | True | True | False | True | False | False | False | False | True | False | False | True | False | True | False | False | False | False | True | False | False | False | False | False | True | False | False | False | False | False | False | False | False | False | True | False | False |
| 4 | 2 | 99.4 | 176.6 | 66.4 | 54.3 | 2824 | 136 | 3.19 | 3.40 | 8.0 | 115 | 5500 | 18 | 22 | False | True | True | False | True | False | False | False | False | True | False | True | False | False | True | False | False | False | False | True | False | False | False | False | True | False | False | False | False | False | False | False | False | False | False | True | False | False |
| 5 | 2 | 99.8 | 177.3 | 66.3 | 53.1 | 2507 | 136 | 3.19 | 3.40 | 8.5 | 110 | 5500 | 19 | 25 | False | True | True | False | False | True | False | False | False | True | False | False | True | False | True | False | False | False | False | True | False | False | False | False | True | False | False | False | False | False | False | False | False | False | False | True | False | False |
| 6 | 1 | 105.8 | 192.7 | 71.4 | 55.7 | 2844 | 136 | 3.19 | 3.40 | 8.5 | 110 | 5500 | 19 | 25 | False | True | True | False | True | False | False | False | False | True | False | False | True | False | True | False | False | False | False | True | False | False | False | False | True | False | False | False | False | False | False | False | False | False | False | True | False | False |
| 7 | 1 | 105.8 | 192.7 | 71.4 | 55.7 | 2954 | 136 | 3.19 | 3.40 | 8.5 | 110 | 5500 | 19 | 25 | False | True | True | False | True | False | False | False | False | False | True | False | True | False | True | False | False | False | False | True | False | False | False | False | True | False | False | False | False | False | False | False | False | False | False | True | False | False |
| 8 | 1 | 105.8 | 192.7 | 71.4 | 55.9 | 3086 | 131 | 3.13 | 3.40 | 8.3 | 140 | 5500 | 17 | 20 | False | True | False | True | True | False | False | False | False | True | False | False | True | False | True | False | False | False | False | True | False | False | False | False | True | False | False | False | False | False | False | False | False | False | False | True | False | False |
| 9 | 0 | 99.5 | 178.2 | 67.9 | 52.0 | 3053 | 131 | 3.13 | 3.40 | 7.0 | 160 | 5500 | 16 | 22 | False | True | False | True | False | True | False | False | True | False | False | True | False | False | True | False | False | False | False | True | False | False | False | False | True | False | False | False | False | False | False | False | False | False | False | True | False | False |
| symboling | wheelbase | carlength | carwidth | carheight | curbweight | enginesize | boreratio | stroke | compressionratio | horsepower | peakrpm | citympg | highwaympg | fueltype_diesel | fueltype_gas | aspiration_std | aspiration_turbo | doornumber_four | doornumber_two | carbody_convertible | carbody_hardtop | carbody_hatchback | carbody_sedan | carbody_wagon | drivewheel_4wd | drivewheel_fwd | drivewheel_rwd | enginelocation_front | enginelocation_rear | enginetype_dohc | enginetype_dohcv | enginetype_l | enginetype_ohc | enginetype_ohcf | enginetype_ohcv | enginetype_rotor | cylindernumber_eight | cylindernumber_five | cylindernumber_four | cylindernumber_six | cylindernumber_three | cylindernumber_twelve | cylindernumber_two | fuelsystem_1bbl | fuelsystem_2bbl | fuelsystem_4bbl | fuelsystem_idi | fuelsystem_mfi | fuelsystem_mpfi | fuelsystem_spdi | fuelsystem_spfi | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 195 | -1 | 104.3 | 188.8 | 67.2 | 57.5 | 3034 | 141 | 3.78 | 3.15 | 9.5 | 114 | 5400 | 23 | 28 | False | True | True | False | True | False | False | False | False | False | True | False | False | True | True | False | False | False | False | True | False | False | False | False | False | True | False | False | False | False | False | False | False | False | False | True | False | False |
| 196 | -2 | 104.3 | 188.8 | 67.2 | 56.2 | 2935 | 141 | 3.78 | 3.15 | 9.5 | 114 | 5400 | 24 | 28 | False | True | True | False | True | False | False | False | False | True | False | False | False | True | True | False | False | False | False | True | False | False | False | False | False | True | False | False | False | False | False | False | False | False | False | True | False | False |
| 197 | -1 | 104.3 | 188.8 | 67.2 | 57.5 | 3042 | 141 | 3.78 | 3.15 | 9.5 | 114 | 5400 | 24 | 28 | False | True | True | False | True | False | False | False | False | False | True | False | False | True | True | False | False | False | False | True | False | False | False | False | False | True | False | False | False | False | False | False | False | False | False | True | False | False |
| 198 | -2 | 104.3 | 188.8 | 67.2 | 56.2 | 3045 | 130 | 3.62 | 3.15 | 7.5 | 162 | 5100 | 17 | 22 | False | True | False | True | True | False | False | False | False | True | False | False | False | True | True | False | False | False | False | True | False | False | False | False | False | True | False | False | False | False | False | False | False | False | False | True | False | False |
| 199 | -1 | 104.3 | 188.8 | 67.2 | 57.5 | 3157 | 130 | 3.62 | 3.15 | 7.5 | 162 | 5100 | 17 | 22 | False | True | False | True | True | False | False | False | False | False | True | False | False | True | True | False | False | False | False | True | False | False | False | False | False | True | False | False | False | False | False | False | False | False | False | True | False | False |
| 200 | -1 | 109.1 | 188.8 | 68.9 | 55.5 | 2952 | 141 | 3.78 | 3.15 | 9.5 | 114 | 5400 | 23 | 28 | False | True | True | False | True | False | False | False | False | True | False | False | False | True | True | False | False | False | False | True | False | False | False | False | False | True | False | False | False | False | False | False | False | False | False | True | False | False |
| 201 | -1 | 109.1 | 188.8 | 68.8 | 55.5 | 3049 | 141 | 3.78 | 3.15 | 8.7 | 160 | 5300 | 19 | 25 | False | True | False | True | True | False | False | False | False | True | False | False | False | True | True | False | False | False | False | True | False | False | False | False | False | True | False | False | False | False | False | False | False | False | False | True | False | False |
| 202 | -1 | 109.1 | 188.8 | 68.9 | 55.5 | 3012 | 173 | 3.58 | 2.87 | 8.8 | 134 | 5500 | 18 | 23 | False | True | True | False | True | False | False | False | False | True | False | False | False | True | True | False | False | False | False | False | False | True | False | False | False | False | True | False | False | False | False | False | False | False | False | True | False | False |
| 203 | -1 | 109.1 | 188.8 | 68.9 | 55.5 | 3217 | 145 | 3.01 | 3.40 | 23.0 | 106 | 4800 | 26 | 27 | True | False | False | True | True | False | False | False | False | True | False | False | False | True | True | False | False | False | False | True | False | False | False | False | False | False | True | False | False | False | False | False | False | True | False | False | False | False |
| 204 | -1 | 109.1 | 188.8 | 68.9 | 55.5 | 3062 | 141 | 3.78 | 3.15 | 9.5 | 114 | 5400 | 19 | 25 | False | True | False | True | True | False | False | False | False | True | False | False | False | True | True | False | False | False | False | True | False | False | False | False | False | True | False | False | False | False | False | False | False | False | False | True | False | False |
Most frequently occurring
| symboling | wheelbase | carlength | carwidth | carheight | curbweight | enginesize | boreratio | stroke | compressionratio | horsepower | peakrpm | citympg | highwaympg | fueltype_diesel | fueltype_gas | aspiration_std | aspiration_turbo | doornumber_four | doornumber_two | carbody_convertible | carbody_hardtop | carbody_hatchback | carbody_sedan | carbody_wagon | drivewheel_4wd | drivewheel_fwd | drivewheel_rwd | enginelocation_front | enginelocation_rear | enginetype_dohc | enginetype_dohcv | enginetype_l | enginetype_ohc | enginetype_ohcf | enginetype_ohcv | enginetype_rotor | cylindernumber_eight | cylindernumber_five | cylindernumber_four | cylindernumber_six | cylindernumber_three | cylindernumber_twelve | cylindernumber_two | fuelsystem_1bbl | fuelsystem_2bbl | fuelsystem_4bbl | fuelsystem_idi | fuelsystem_mfi | fuelsystem_mpfi | fuelsystem_spdi | fuelsystem_spfi | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 98.8 | 177.8 | 66.5 | 55.5 | 2410 | 122 | 3.39 | 3.390 | 8.6 | 84 | 4800 | 26 | 32 | False | True | True | False | True | False | False | False | False | True | False | False | True | False | True | False | False | False | False | True | False | False | False | False | False | True | False | False | False | False | False | True | False | False | False | False | False | False | 2 |
| 1 | 0 | 107.9 | 186.7 | 68.4 | 56.7 | 3252 | 152 | 3.70 | 3.520 | 21.0 | 95 | 4150 | 28 | 33 | True | False | False | True | True | False | False | False | False | True | False | False | False | True | True | False | False | False | True | False | False | False | False | False | False | True | False | False | False | False | False | False | False | True | False | False | False | False | 2 |
| 2 | 0 | 113.0 | 199.6 | 69.6 | 52.8 | 4066 | 258 | 3.63 | 4.170 | 8.1 | 176 | 4750 | 15 | 19 | False | True | True | False | True | False | False | False | False | True | False | False | False | True | True | False | True | False | False | False | False | False | False | False | False | False | True | False | False | False | False | False | False | False | False | True | False | False | 2 |
| 3 | 1 | 93.7 | 157.3 | 63.8 | 50.6 | 1967 | 90 | 2.97 | 3.230 | 9.4 | 68 | 5500 | 31 | 38 | False | True | True | False | True | False | False | False | True | False | False | False | True | False | True | False | False | False | False | True | False | False | False | False | False | True | False | False | False | False | False | True | False | False | False | False | False | False | 2 |
| 4 | 1 | 93.7 | 157.3 | 63.8 | 50.6 | 1989 | 90 | 2.97 | 3.230 | 9.4 | 68 | 5500 | 31 | 38 | False | True | True | False | True | False | False | False | False | True | False | False | True | False | True | False | False | False | False | True | False | False | False | False | False | True | False | False | False | False | False | True | False | False | False | False | False | False | 2 |
| 5 | 1 | 98.8 | 177.8 | 66.5 | 53.7 | 2385 | 122 | 3.39 | 3.390 | 8.6 | 84 | 4800 | 26 | 32 | False | True | True | False | False | True | False | False | True | False | False | False | True | False | True | False | False | False | False | True | False | False | False | False | False | True | False | False | False | False | False | True | False | False | False | False | False | False | 2 |
| 6 | 3 | 88.6 | 168.8 | 64.1 | 48.8 | 2548 | 130 | 3.47 | 2.680 | 9.0 | 111 | 5000 | 21 | 27 | False | True | True | False | False | True | True | False | False | False | False | False | False | True | True | False | True | False | False | False | False | False | False | False | False | True | False | False | False | False | False | False | False | False | False | True | False | False | 2 |
| 7 | 3 | 89.5 | 168.9 | 65.0 | 51.6 | 2756 | 194 | 3.74 | 2.900 | 9.5 | 207 | 5900 | 17 | 25 | False | True | True | False | False | True | False | True | False | False | False | False | False | True | False | True | False | False | False | False | True | False | False | False | False | False | True | False | False | False | False | False | False | False | False | True | False | False | 2 |
| 8 | 3 | 95.3 | 169.0 | 65.7 | 49.6 | 2380 | 70 | 3.33 | 3.255 | 9.4 | 101 | 6000 | 17 | 23 | False | True | True | False | False | True | False | False | True | False | False | False | False | True | True | False | False | False | False | False | False | False | True | False | False | False | False | False | False | True | False | False | True | False | False | False | False | False | 2 |